With rumors of an Arrested Development movie in the works, contrary to earlier rumors that it was not, it seems like a good time to look back at the amazing TV series America discovered just a bit too late. As critics and fans appropriately sing the praises of the brilliant creative team being reassembled, I thought I’d say a few words about the spiritual grandfather of the series, without whom none of this would have been possible: Sigmund Freud. My intent here will not be to add a layer of Freudian analysis on top of the show, but rather to demonstrate the strong Freudian currents that already run throughout the series. If that appeals to you, just lie back on the couch, and read on!

Michael Bluth is established as the central character in the opening credits, and all of the other characters are defined by their relationship to him. The family, therefore, represents Michael’s psyche in all of its facets. Michael has three siblings, who represent his id, ego, and superego. Older brother G.O.B. is the id, seeking pleasure and avoiding responsibility at every turn. He often wins the things Michael wants by pursuing them without any of Michael’s second-guessing. Sister Lindsay represents the ego, constantly refashioning her definition of self to gain the attention and approval of others. It is no coincidence that she is framed as Michael’s twin. Younger brother Buster is the superego, living his life by others’ rules and in constant fear of his own independence. His obvious issues reflect Michael’s more subtle inability to break free from his family. But Michael can no more escape them than he can distance himself from his own psyche; they are a part of him.

Even in the series finale, when Michael finally fulfills his wish to be free of them, he winds up face to face with the one person he most wants to avoid, his father. Michael’s number one driving force throughout the series is the very Freudian desire to supplant his father: he wants to replace his father as the president of the Bluth Company, and he wants to be a better father to his son George-Michael than George Sr. was to him. (The names here are no coincidence; George-Michael combines the names of his father and grandfather, and they are to live on through him. Does George Sr. have another grandchild who can carry on his legacy? Maeby.) George Sr. is a very dominant figure to this family – powerful, controlling, sexually voracious. He also has an alter ego in his identical twin brother Oscar, who is carefree and nurturing. Note that Oscar is George Sr.’s middle name as well. It is built into the show’s premise that one of them must be imprisoned at all times. In one episode, they are both out of prison, and they fight. Being twins, neither is able to defeat the other. This represents the duality of Michael’s father image.

Just as George Sr. is an archetypical father figure, Lucille is a controlling mother right out of the Freudian playbook. She is the one who pulls all of the strings, and she’s not above pitting her children against each other as a power play. When Buster (Michael’s superego) disobeys her just once, he literally has a body part bitten off by a “loose seal,” a deliberate play on Mom’s name, justifying his castration anxiety. When Buster first dates, it’s a mature woman named Lucille. Again, Buster’s obvious issues highlight the dynamics of the family as a whole. A recurring theme with Buster is having borderline-incestuous overtones in his relationship with his mother. In fact, incest is much more of a theme on this show than one would normally expect on network television, particularly the tension between George-Michael and his cousin Maeby, but in several other places as well. Lucille has an affair with her brother-in-law. George Sr. and G.O.B. independently see a prostitute that Michael suspects might be his sister (and who is conspicuously played by the actor’s sister). When Lindsay finds out she’s adopted, the first thing she does is make a pass at Michael.

Tobias, as an in-law, is outside of this system of Michael’s psyche, but is close enough to it to provide commentary. He serves as the voice of the analyst (or therapist, or… whatever), and his tidbits of psychoanalysis are all Freud. But Tobias himself is the most overtly Freudian character of them all, as he constantly expresses his repressed homosexual desires through his layered speech patterns. Barry Zuckercorn, who (unlike Tobias) acts on his desires and lies about it, often makes Freudian slips revealing his activity, due to a subconscious desire to be found out. More subtle examples of subconscious feelings revealing themselves through language patterns are found throughout the series, as with Michael’s inability to remember Anne’s name masking his hostility towards her or with George-Michael’s talking about Maeby and inadvertently revealing his lustful thoughts.

One of Freud’s major contributions was in demonstrating how early experiences in our lives can affect the people we will later become, and Arrested Development keeps coming back to this theme. The “lessons” George Sr. teaches his children return to them repeatedly later in life. Michael’s affinity for playacting the role of a lawyer can be traced back to a role he had in a school play. One can only imagine the memories being formed by the kids who acted in the warden’s play. The “Boyfights” that Michael and G.O.B. engaged in as children helped form the relationship they have as adults… to the degree that they have become adults.

And here we have one of the most important themes of the series, found in the very title. Freud originated the concept of stage-based development, which would later influence such thinkers as Erikson and Piaget. If one’s development is “arrested” it means that he or she does not normally move into the next stage at the appropriate time. In the series Arrested Development, adult characters often display juvenile characteristics and continue to play out family dynamics they should have long outgrown, again demonstrating how early experiences can be formative in deciding who we will be later in life. Freud would have been proud.

You may notice that, in all of my discussion of Freud, I have avoided discussing some of the more phallic imagery in the show. But sometimes a banana stand is just a banana stand.

From Measure for Measure:

What sin you do to save a brother’s life,
Nature dispenses with the deed so far
That it becomes a virtue.

Shift around the letters, and it becomes:

Obama, with no hesitation, waives the defeated Bush’s evil order to stop test research in future days.

From A Midsummer Night’s Dream:

And thorough this distemperature we see
The seasons alter: hoary-headed frosts
Fall in the fresh lap of the crimson rose,
And on old Hiems’ thin and icy crown
An odorous chaplet of sweet summer buds
Is, as in mockery, set. The spring, the summer,
The childing autumn, angry winter, change
Their wonted liveries, and the mazed world,
By their increase, now knows not which is which.
And this same progeny of evil comes
From our debate, from our dissension:
We are their parents and original.

Shift around the letters, and it becomes:

A sharp column in the Washington Post this month, wherein faded global warming is reframed in some depth as a hidden security issue, hit home.

In this column, he described three harsh ways that these few overwhelming horrors can render war: rampant scarcity from hotter, drier lands; renewed open-handed abundance; and fresh issues of common sovereignty, making two geopolitical zones of tension.

We should take this solemn threat to our security seriously, or we’re finished.

I had the pleasure of observing a science teacher teach a fantastic lesson on genetics last week, and it got me thinking about the mathematics behind eye color. This Conundrum will be purely a probability question (two, actually), so I apologize in advance for over-simplifying the science.

Assume that everyone has two genes that determine eye color. For the sake of the math, we will stipulate that each gene must be either brown or blue. An individual inherits one gene from each parent. A parent will pass on one of his or her own two genes with equal probability.

Brown is dominant, which means that if an individual has one brown gene and one blue gene, then the individual will have brown eyes. An individual will also have brown eyes if both genes are brown. Only an individual with two blue genes will have blue eyes.

Now imagine this hypothetical scenario: Susan and David are a married couple, and both have brown eyes. David’s father had blue eyes, and his mother had brown eyes. Susan’s parents both had brown eyes, but her brother Bill has blue eyes. Susan and David are expecting their first child, baby Jason.

Question 1: What are the chances that Jason will have blue eyes?

Question 2: Suppose Jason had brown eyes. Susan and David are now expecting a second child, baby Ian. What are the chances that Ian will have blue eyes?

UPDATE: Both questions answered correctly by Micah. See comments for answers and discussion.

Yesterday, I gave a workshop for teachers on using data to improve student achievement. This is something that is going to become an increasing part of my work, so I may be blogging about it from time to time. The idea is to cull information about students from a variety of sources, systematically analyze that information in order to identify areas of improvement, and then create an action plan for targeting those areas.

In some cases, the results of careful data analysis can be surprising. So often we jump to conclusions about why students aren’t achieving, or we depend on underlying assumptions that may be based on our own pre-conceived notions. Consider for a moment this piece of student work:

Laugh if you must, but it’s easy to get the wrong idea from only a cursory examination. Further investigation revealed that the child’s mother works at Home Depot, and is here depicted selling snow shovels. And if you only relied on your initial observations and didn’t investigate further, you could be lead astray.

Hopefully, the systematic use of data will allow us to avoid such snap judgements and take a more scientific approach to improving student achievement.

It’s 8/8/08, and I’m in a symmetrical mood. Enjoy this animation, created by Nobuyuki Kayahara, of a spinning dancer, and ask yourself this question: Is she spinning in a clockwise direction, or a counter-clockwise direction?

I’ll be honest: this picture freaks me out. Sometimes, she’s spinning clockwise; sometimes she’s spinning counter-clockwise. Sometimes her left foot stays on the ground; sometimes, it’s her right.

According to Yami McMoots, this is an example of bistable perception. There’s not enough information in the image to tell for sure which direction she’s really turning. But we can recognize a human when we see one. “When presented with stimuli that have two valid, mutually contradictory interpretations, your brain just picks one. Then, sometimes, it picks the other.”

I thought this was a hoax at first, and that the animation actually spins both ways, but this site set me straight. We can see the dancer as spinning clockwise or counter-clockwise, but our brains won’t allow us to see the ambiguity. Once we see what we identify as a human figure, our brains fill in all of the missing details. That’s why we can make smiley faces with punctuation marks.

:-)

It’s also why the effect of this Charlie Chaplin mask (via Mighty Optical Illusions) is so eerie.

The word of the week is smarter.

That links to the word “smart” but I deliberately chose the comparative form. Here it is in context:

Are You Smarter Than A 5th Grader?

Forgetting that the show in question tests knowledge and not intelligence, it may seem at face value to be a very silly question to ask in the first place. I would, however, argue that it is completely nonsensical, based on what we now understand about human intelligence. Making glib statements about who is smarter than whom ignores the wide range of ways that people can be smart.

In 1905, Alfred Binet, a French psychologist, created a diagnostic test to identify students who needed extra help in school. It was the misapplication of this test that led to the highly-flawed concept of IQ. Over the past century, the IQ has been used for purposes that range from merely misguided to downright ugly. For more on that, read The Mismeasure of Man by Stephen Jay Gould.

We really need to get past the idea that intelligence is something that can be ranked in a linear manner. In his landmark 1983 book Frames of Mind, Howard Gardner makes a case for the Theory of Multiple Intelligences, the theory that there are distinct and identifiable areas of intelligence that exist in the human mind, that are “independent of one another, and that … can be fashioned and combined in a multiplicity of adaptive ways by individuals and cultures.” Gardner identifies seven such intelligences, though he allows for the possibility that there may be others, and the conversation surrounding various other possible intelligences continues today. His original seven — Linguistic, Musical, Logical-Mathematical, Spatial, Bodily-Kinesthetic, and the two personal intelligences commonly referred to as Interpersonal and Intrapersonal — have gained wide acceptance among learning theorists and educators in the field.

And yet, as a system, we still judge student achievement solely from test scores in literacy and math, and cling to IQ as a meaningful measurement of a person’s intelligence.

After everything we’ve learned about the human mind, we should be smarter than that.

It’s been a while since I’ve really written anything, but I’ve been busy with a number of things, mostly work related. I’ve also been working on a new resource for this website which should be available shortly. Watch this space!

Last weekend, I attended a social studies conference that I’ve been meaning to write about. One of the speakers was Phil Gersmehl, who discussed the latest research in spatial intelligence. It seems that there are now believed to be eight different types of spatial intelligence, each housed in a different section of the brain. He suggested that geography education, at an early age, could help to strengthen these abilities. I say, it’s never too late.

Via The Media Dude, here’s a geography game that will help you practice your map skills. His brother, The Boy Wonder, points us toward an old Nintendo game called Warehouse 18, which is less about dexterity and more about using spatial thinking to solve visual puzzles.

And yeah, I’ve been pretty busy with these, too.

A game is considered to be “solved” when all of the possible moves have been mapped out in a mathematical tree and thus the perfect set of moves can be determined regardless of an opponent’s play.

Tic-Tac-Toe is a pretty easy one. You solved this as a kid. There are three opening moves – corner, edge, center. And then you work from there.

Connect Four was solved in 1988. That’s because those new-fangled computer thingies were starting to get some real power behind them. If you want to play Connect Four against the best opponent you’ve ever played in your life, check out the applet on John’s Connect Four Playground which is programmed to play flawlessly, based on a database of pre-determined best moves. But if you go first, and play just as flawlessly, you can beat it.

Checkers was solved this past April by researchers from the University of Alberta. You can play against Chinook, which will play flawlessly, but the best you can hope for is a draw. It doesn’t matter how amazingly good you are at checkers. You will never win. For me, there’s something a little disturbing about that.

Could chess be next? There are an incredibly large number of possible games, but it must be finite. And if it’s finite, then the tree must conceptually exist even if nobody has been able to come close to mapping it yet. Some see chess playing ability as intutive and creative, and not merely a number cruching process. But if number crunching continues to get better, it might evolve to the point where we get a chess-playing program as unbeatable as Chinook.

To be clear, we’re not talking about a really, really good chess-playing program. We have that now. We’re talking about a program that can access an exhaustive database of pre-determined best moves in order to ensure the most favorable outcome possible.

What do you think?

Will computers ever solve chess?

In the 1950’s, Alan Turing suggested that artificial intelligence would not truly exist until a machine could pass a particular test, which we today call a “Turing Test.” It goes like this: a human examiner poses a question to two unseen participants, who return typewritten responses. The examiner knows that one of the participants is human and the other is a machine, but does not know which is which. The examiner must determine which is the human and which is the machine based on the responses returned. If the machine can fool the human examiner, it passes the Turing Test.

Today, however, it’s the machines who have much more of a need to make this determination. With automated spam-bots trolling the Internet, many Web 2.0 sites and blogs have had to adopt automated mechanisms for determining if the contributor is a live human being or not. One common method is a CAPTCHA (Completely Automated Turing test to tell Computers and Humans Apart), which shows an OCR-proof graphic image of letters and asks the would-be contributor to type those letters out. Spam-bots can’t read graphic images, at least not yet.

But, as in any arms race, the opposition hasn’t given up just yet. Some enterprising young hacker has put together a program to lure humans into helping crack CAPTCHA codes in the guise of a strip tease program. Type in the correct CAPTCHA code and “Melissa” takes off another article of clothing. Never mind that you’ve just helped give an automated program human bona fides.

Hoping to harness the same energies for good rather than evil, a group working out of Carnegie Mellon has released a program called reCAPTCHA, which has the user demonstrate humanity while also contributing to it. When encountering a reCAPTCHA, the user will enter the text of a word that OCR technology wasn’t able to read, which is meant to speed up the ongoing effort to digitize print books. A known word is included as well, as a human-check.

That sounds like a worthwhile cause, except then the user has twice as much to type to contribute a comment. I haven’t put any CAPTCHA on this blog, yet, because I want to encourage people to post comments freely. But I have to say that I do spend a good amount of time deleting spam, and so when I’m ready to go Turing, maybe reCAPTCHA is the way to go.

The whole reCAPTCHA idea reminds me of the ESP Game, in that it allows users across the Web to contribute to a piece of a mostly automated project that only humans can do. Actually, both of these schemes remind me of the ESP game, except that one is good and one is evil.

And I hope we need no Turing Test to tell us which is which.